Semantics-based information modeling for the health-care administration sector: the Citation platform

An information brokerage environment for effective information structuring, indexing, and retrieval in the health-care administration sector is presented. The system is based on ontology modeling, natural language processing, extensible markup language, semantics analysis, and behavioral description...

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Bibliographic Details
Published in:IEEE journal of biomedical and health informatics 2005-06, Vol.9 (2), p.239-247
Main Authors: Anagnostakis, A.G., Tzima, M., Sakellaris, G.C., Fotiadis, D.I., Likas, A.C.
Format: Article
Language:English
Subjects:
Artificial Intelligence
Data processing
Health Services Administration
Indexing
Information retrieval
Information systems
Knowledge management
Knowledge representation
Mathematical models
Natural language processing
Natural languages
Ontologies
ontology modeling
Programming Languages
Representations
Semantics
semantics analysis
Stress
Wrapping
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Description
Summary:An information brokerage environment for effective information structuring, indexing, and retrieval in the health-care administration sector is presented. The system is based on ontology modeling, natural language processing, extensible markup language, semantics analysis, and behavioral description. Semantics-based information acquisition is achieved through the uniform modeling, representation, and handling of domain-specific knowledge, both content-based and procedural. The system has been validated using information located on several repositories in the web and its performance is reported in terms of precision and recall.
ISSN:1089-7771
2168-2194
1558-0032
2168-2208
DOI:10.1109/TITB.2005.847145